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Probabilistic machine learning · GitHub

Probabilistic machine learning

Material to accompany my book series "Probabilistic Machine Learning" (Software, Data, Exercises, Figures, etc)

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pyprobml pyprobml Public

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 7.1k 1.6k
pml-book pml-book Public

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 5.6k 654

Repositories

Type Language Sort

dynamax Public
A Python package for probabilistic state space modeling with JAX

probml/dynamax's past year of commit activity

Python 1,000 MIT 114 51 (17 issues need help) 28 Updated Aug 1, 2026
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

probml/pml2-book's past year of commit activity

1,540 MIT 139 7 0 Updated May 26, 2026
pyprobml Public
Python code for "Probabilistic Machine learning" book by Kevin Murphy

probml/pyprobml's past year of commit activity

Jupyter Notebook 7,128 MIT 1,629 39 1 Updated Feb 26, 2026
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

probml/pml-book's past year of commit activity

Jupyter Notebook 5,647 MIT 654 49 0 Updated Dec 10, 2025
sts-jax Public
Structural Time Series in JAX

probml/sts-jax's past year of commit activity

Jupyter Notebook 220 MIT 9 4 3 Updated May 8, 2024
rebayes Public
Recursive Bayesian Estimation (Sequential / Online Inference)

probml/rebayes's past year of commit activity

Jupyter Notebook 64 MIT 5 21 0 Updated Apr 17, 2024
ssm-book Public
Interactive textbook on state-space models

probml/ssm-book's past year of commit activity

Jupyter Notebook 211 MIT 16 2 0 Updated Jan 24, 2024
probml-utils Public
Utilities for probabilistic ML

probml/probml-utils's past year of commit activity

Python 38 MIT 23 2 1 Updated Sep 11, 2023
bandits Public
Bayesian Bandits

probml/bandits's past year of commit activity

Jupyter Notebook 71 MIT 7 4 0 Updated Sep 3, 2023
Rstuff Public
Repo for random R code

probml/Rstuff's past year of commit activity

0 MIT 0 0 0 Updated Jul 24, 2023

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